Bibliographic record
Abstract
Toric surface is part of a torus that has two different radiuses in two different directions. Toric surface is mainly used in optical components. In ophthalmology applications toric optical components are used as intraocular lenses, contact lenses and eyeglasses. Toric intraocular lenses are used to correct astigmatism. Toric shapes can be produced by different methods; most common methods of production are grinding, molding and diamond turning. In this study, Diamond Turning Machine with Slow Tool Servo (STS) configuration is utilized to fabricate toric lenses. Since toric is a rotationally non-symmetric surface, it requires synchronized motion of three axis. This synchronized motion is achieved using X, Z, and C-axis of the diamond turning machine. The effect of various types of tool paths on surface quality in terms of surface finish and profile accuracy is presented. By utilizing the optimum configuration for tool path generation, the profile accuracy of 0.8µm and surface finish of 15 nm is achieved.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".